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M-estimators / Kullback–Leibler divergence / Thermodynamics / Information theory / Importance sampling / Jensen–Shannon divergence / Statistics / Estimation theory / Statistical theory


Universal Estimation of Divergence for Continuous Distributions via Data-Dependent Partitions Qing Wang, Sanjeev R. Kulkarni, Sergio Verd´u Department of Electrical Engineering Princeton University Princeton, NJ[removed]U
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Document Date: 2005-12-05 13:40:41


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City

Boston / Cambridge / Caesaria / /

Company

Draper Laboratory / Neural Systems / HP Laboratories / D(P Q) a.s. / /

Country

Israel / United States / /

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Facility

P. Hall / /

IndustryTerm

basic algorithm / multimedia applications / multi-media classification / /

Organization

Sergio Verd´u Department of Electrical Engineering Princeton University Princeton / National Science Foundation / /

Person

Sanjeev R. Kulkarni / Sergio Verd / Pn (Iim ) Pn / Qing Wang / /

PublishedMedium

IEEE Transactions on Information Theory / /

Technology

10 Divergence Algorithm / ATM / 0.3 0.035 0.03 0.025 0.02 0.015 0.01 Algorithm / Divergence Algorithm / 8 0.35 0.25 0.2 0.15 0.1 7 6 5 Divergence Algorithm / σ-algebra F. Our algorithm / 0.1931 0.2 0.8 Divergence Algorithm / PDF / basic algorithm / /

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